Triple
T11045969
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | New Zealand national parks |
E261135
|
entity |
| Predicate | managementChallenge |
P54463
|
FINISHED |
| Object | invasive species control |
—
|
LITERAL FINISHED |
How this triple was built (2 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: invasive species control | Statement: [New Zealand national parks, managementChallenge, invasive species control]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: managementChallenge Context triple: [New Zealand national parks, managementChallenge, invasive species control]
-
A.
businessChallenge
Indicates that an entity faces, presents, or is associated with a problem, obstacle, or difficulty within a business context.
-
B.
operationalChallenge
chosen
Indicates that an entity faces difficulties, obstacles, or inefficiencies in carrying out its regular operations or processes.
-
C.
governanceChallenge
Indicates a situation where the structures, processes, or actors responsible for governing face difficulties, obstacles, or conflicts that hinder effective decision-making or oversight.
-
D.
managementAdvantage
Indicates that one entity holds a superior position, benefit, or leverage over another in terms of control, coordination, or decision-making authority.
-
E.
developmentChallenges
Indicates difficulties, obstacles, or constraints that hinder or complicate the process of developing or improving something.
- F. None of above.
Provenance (3 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69d6aa979bdc8190bf0e79104cc098c1 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d7982f7e688190b3f0c249cd9b1a3e |
completed | April 9, 2026, 12:14 p.m. |
| PD | Predicate disambiguation | batch_69d74407cb088190ba37c8da3d342b64 |
completed | April 9, 2026, 6:15 a.m. |
Created at: April 8, 2026, 9:26 p.m.